Description
Key Skills: PyTorch, HuggingFace Transformers, LangChain, NLP, Sentence-BERT, PostgreSQL, MySQL, CI/CD, Microservices, JIRA
Good to Have Skills: Working experience in end user Product Apps technology, TGI, vLLM, LangGraph, Langfuse, LLM orchestration & observability, text analytics, semantic similarity & embeddings, Confluence, SAFE methodologies, PLM concepts, UX-UI outputs, quarterly PI Planning, SDLC artefacts, architecture patterns like MVC and SPA, DevOps tools, code review processes, unit testing, build activities, debugging, code coverage tools, Liquibase.
- Develop and implement AI/ML solutions using PyTorch and HuggingFace Transformers frameworks.
- Build and maintain LLM orchestration systems using LangChain and related technologies.
- Design and implement natural language processing and text analytics solutions.
- Work with sentence transformers and semantic similarity systems for embeddings.
- Participate in quarterly PI Planning sessions and provide accurate sizing and estimates.
- Create comprehensive artefacts across the SDLC cycle according to assigned role requirements.
- Handle complete development lifecycle from local development to production deployment activities.
- Perform database activities including ORM, schema design in PostgreSQL and MySQL environments.
- Collaborate with QA, UAT, and production teams to resolve bugs and issues.
- Actively participate in production deployments and ensure successful goal achievement.
- Use LLMs in coding activities to improve development stage productivity significantly.
- Maintain high code quality through unit testing, code reviews, and coverage tools